Overview

Brought to you by YData

Dataset statistics

Number of variables	21
Number of observations	3905
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.7 MiB
Average record size in memory	712.1 B

Variable types

Numeric	9
Text	5
Categorical	6
Boolean	1

Alerts

`Result` has constant value "Pass"	Constant
`Backlog` is highly overall correlated with `Total`	High correlation
`CGPA` is highly overall correlated with `Overall Category` and 2 other fields	High correlation
`Credit` is highly overall correlated with `External` and 2 other fields	High correlation
`External` is highly overall correlated with `Credit` and 5 other fields	High correlation
`Grade` is highly overall correlated with `External` and 2 other fields	High correlation
`Internal` is highly overall correlated with `Credit` and 2 other fields	High correlation
`Overall Category` is highly overall correlated with `CGPA` and 2 other fields	High correlation
`Percentage` is highly overall correlated with `CGPA` and 2 other fields	High correlation
`Point` is highly overall correlated with `External` and 2 other fields	High correlation
`Semester` is highly overall correlated with `External` and 1 other fields	High correlation
`Total` is highly overall correlated with `Backlog` and 6 other fields	High correlation
`Total Marks` is highly overall correlated with `CGPA` and 2 other fields	High correlation
`Backlog` is highly imbalanced (81.4%)	Imbalance
`Total` has 111 (2.8%) zeros	Zeros

Reproduction

Analysis started	2025-06-08 03:13:31.686600
Analysis finished	2025-06-08 03:14:01.052826
Duration	29.37 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Seat No
Real number (ℝ)

Distinct	63
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2203445.6

Minimum	2201036
Maximum	2207074
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	2201036
5-th percentile	2203058
Q1	2203085
median	2203482
Q3	2203499
95-th percentile	2203511
Maximum	2207074
Range	6038
Interquartile range (IQR)	414

Descriptive statistics

Standard deviation	783.8584
Coefficient of variation (CV)	0.00035574212
Kurtosis	13.536672
Mean	2203445.6
Median Absolute Deviation (MAD)	27
Skewness	2.8686726
Sum	8.604455 × 10⁹
Variance	614434
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2201036	62	1.6%
2203499	62	1.6%
2203485	62	1.6%
2203486	62	1.6%
2203487	62	1.6%
2203488	62	1.6%
2203490	62	1.6%
2203491	62	1.6%
2203492	62	1.6%
2203493	62	1.6%
Other values (53)	3285	84.1%

Value	Count	Frequency (%)
2201036	62	1.6%
2203050	62	1.6%
2203054	62	1.6%
2203058	62	1.6%
2203073	62	1.6%
2203074	61	1.6%
2203075	62	1.6%
2203076	62	1.6%
2203077	62	1.6%
2203078	62	1.6%

Value	Count	Frequency (%)
2207074	62	1.6%
2207071	62	1.6%
2205321	62	1.6%
2203511	62	1.6%
2203510	62	1.6%
2203509	62	1.6%
2203508	62	1.6%
2203507	62	1.6%
2203506	62	1.6%
2203505	62	1.6%

Name
Text

Distinct	63
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	299.1 KiB

Length

Max length	28
Median length	24
Mean length	21.443278
Min length	14

Characters and Unicode

Total characters	83736
Distinct characters	24
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	LANDGE SAKSHI CHANGDEV
2nd row	LANDGE SAKSHI CHANGDEV
3rd row	LANDGE SAKSHI CHANGDEV
4th row	LANDGE SAKSHI CHANGDEV
5th row	LANDGE SAKSHI CHANGDEV

Value	Count	Frequency (%)
sanjay	310	2.6%
navnath	248	2.1%
santosh	248	2.1%
vaishnavi	186	1.6%
kiran	186	1.6%
rajendra	186	1.6%
rahul	186	1.6%
sanika	124	1.1%
vikram	124	1.1%
more	124	1.1%
Other values (144)	9793	83.6%

Most occurring characters

Value	Count	Frequency (%)
A	16550	19.8%
	7810	9.3%
H	6508	7.8%
R	5578	6.7%
S	5392	6.4%
N	5143	6.1%
E	5020	6.0%
I	4030	4.8%
K	3719	4.4%
D	3470	4.1%
Other values (14)	20516	24.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	75926	90.7%
Space Separator	7810	9.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	16550	21.8%
H	6508	8.6%
R	5578	7.3%
S	5392	7.1%
N	5143	6.8%
E	5020	6.6%
I	4030	5.3%
K	3719	4.9%
D	3470	4.6%
T	2604	3.4%
Other values (13)	17912	23.6%

Space Separator

Value	Count	Frequency (%)
	7810	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	75926	90.7%
Common	7810	9.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	16550	21.8%
H	6508	8.6%
R	5578	7.3%
S	5392	7.1%
N	5143	6.8%
E	5020	6.6%
I	4030	5.3%
K	3719	4.9%
D	3470	4.6%
T	2604	3.4%
Other values (13)	17912	23.6%

Common

Value	Count	Frequency (%)
	7810	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	83736	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	16550	19.8%
	7810	9.3%
H	6508	7.8%
R	5578	6.7%
S	5392	6.4%
N	5143	6.1%
E	5020	6.0%
I	4030	4.8%
K	3719	4.4%
D	3470	4.1%
Other values (14)	20516	24.5%

Mother's Name
Text

Distinct	53
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	255.9 KiB

Length

Max length	77
Median length	23
Mean length	10.095775
Min length	4

Characters and Unicode

Total characters	39424
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ARCHANA
2nd row	ARCHANA
3rd row	ARCHANA
4th row	ARCHANA
5th row	ARCHANA

Value	Count	Frequency (%)
code	372	5.2%
name	372	5.2%
cie	372	5.2%
ese	372	5.2%
tot	372	5.2%
gr	372	5.2%
cr	372	5.2%
pt	372	5.2%
subject	372	5.2%
asha	124	1.7%
Other values (53)	3719	51.7%

Most occurring characters

Value	Count	Frequency (%)
A	7128	18.1%
	3286	8.3%
E	3162	8.0%
I	2788	7.1%
T	2666	6.8%
S	2665	6.8%
N	2418	6.1%
R	1922	4.9%
H	1673	4.2%
C	1550	3.9%
Other values (13)	10166	25.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	36138	91.7%
Space Separator	3286	8.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	7128	19.7%
E	3162	8.7%
I	2788	7.7%
T	2666	7.4%
S	2665	7.4%
N	2418	6.7%
R	1922	5.3%
H	1673	4.6%
C	1550	4.3%
O	1054	2.9%
Other values (12)	9112	25.2%

Space Separator

Value	Count	Frequency (%)
	3286	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36138	91.7%
Common	3286	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	7128	19.7%
E	3162	8.7%
I	2788	7.7%
T	2666	7.4%
S	2665	7.4%
N	2418	6.7%
R	1922	5.3%
H	1673	4.6%
C	1550	4.3%
O	1054	2.9%
Other values (12)	9112	25.2%

Common

Value	Count	Frequency (%)
	3286	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39424	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	7128	18.1%
	3286	8.3%
E	3162	8.0%
I	2788	7.1%
T	2666	6.8%
S	2665	6.8%
N	2418	6.1%
R	1922	4.9%
H	1673	4.2%
C	1550	3.9%
Other values (13)	10166	25.8%

PRN No
Text

Distinct	63
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	255.5 KiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	39050
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SU00001852
2nd row	SU00001852
3rd row	SU00001852
4th row	SU00001852
5th row	SU00001852

Value	Count	Frequency (%)
su00001852	62	1.6%
su00001827	62	1.6%
su00001854	62	1.6%
su00001828	62	1.6%
su00001843	62	1.6%
su00001837	62	1.6%
su00001876	62	1.6%
su00001867	62	1.6%
su00001839	62	1.6%
su00001841	62	1.6%
Other values (53)	3285	84.1%

Most occurring characters

Value	Count	Frequency (%)
0	16054	41.1%
8	4525	11.6%
1	4463	11.4%
S	3905	10.0%
U	3905	10.0%
2	1054	2.7%
3	1053	2.7%
6	991	2.5%
4	930	2.4%
7	930	2.4%
Other values (2)	1240	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31240	80.0%
Uppercase Letter	7810	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16054	51.4%
8	4525	14.5%
1	4463	14.3%
2	1054	3.4%
3	1053	3.4%
6	991	3.2%
4	930	3.0%
7	930	3.0%
5	868	2.8%
9	372	1.2%

Uppercase Letter

Value	Count	Frequency (%)
S	3905	50.0%
U	3905	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	31240	80.0%
Latin	7810	20.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16054	51.4%
8	4525	14.5%
1	4463	14.3%
2	1054	3.4%
3	1053	3.4%
6	991	3.2%
4	930	3.0%
7	930	3.0%
5	868	2.8%
9	372	1.2%

Latin

Value	Count	Frequency (%)
S	3905	50.0%
U	3905	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	39050	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16054	41.1%
8	4525	11.6%
1	4463	11.4%
S	3905	10.0%
U	3905	10.0%
2	1054	2.7%
3	1053	2.7%
6	991	2.5%
4	930	2.4%
7	930	2.4%
Other values (2)	1240	3.2%

SUBJECT NAME
Text

Distinct	62
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	303.3 KiB

Length

Max length	41
Median length	34
Mean length	22.543662
Min length	5

Characters and Unicode

Total characters	88033
Distinct characters	42
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BASIC PROGRAMMING IN C
2nd row	DATABASE MANAGEMENT SYSTEM
3rd row	ELEMENTS OF INFORMATION TECHNOLOGY
4th row	INTRODUCTION TO R PROGRAMMING
5th row	INTRODUCTION TO DATA

Value	Count	Frequency (%)
lab	1323	9.9%
on	1323	9.9%
course	1260	9.4%
data	565	4.2%
and	314	2.4%
programming	252	1.9%
artificial	252	1.9%
intelligence	189	1.4%
introduction	189	1.4%
to	189	1.4%
Other values (103)	7494	56.1%

Most occurring characters

Value	Count	Frequency (%)
	9194	10.4%
A	7616	8.7%
N	6801	7.7%
I	6422	7.3%
E	6362	7.2%
O	5920	6.7%
T	5413	6.1%
S	4849	5.5%
C	4725	5.4%
R	4598	5.2%
Other values (32)	26133	29.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	72351	82.2%
Space Separator	9194	10.4%
Decimal Number	5607	6.4%
Other Punctuation	567	0.6%
Control	251	0.3%
Dash Punctuation	63	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	7616	10.5%
N	6801	9.4%
I	6422	8.9%
E	6362	8.8%
O	5920	8.2%
T	5413	7.5%
S	4849	6.7%
C	4725	6.5%
R	4598	6.4%
L	4218	5.8%
Other values (16)	15427	21.3%

Decimal Number

Value	Count	Frequency (%)
0	1764	31.5%
1	1008	18.0%
2	756	13.5%
3	504	9.0%
4	504	9.0%
6	378	6.7%
5	315	5.6%
8	126	2.2%
7	126	2.2%
9	126	2.2%

Other Punctuation

Value	Count	Frequency (%)
,	441	77.8%
.	63	11.1%
:	63	11.1%

Space Separator

Value	Count	Frequency (%)
	9194	100.0%

Control

Value	Count	Frequency (%)
	251	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	63	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	72351	82.2%
Common	15682	17.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	7616	10.5%
N	6801	9.4%
I	6422	8.9%
E	6362	8.8%
O	5920	8.2%
T	5413	7.5%
S	4849	6.7%
C	4725	6.5%
R	4598	6.4%
L	4218	5.8%
Other values (16)	15427	21.3%

Common

Value	Count	Frequency (%)
	9194	58.6%
0	1764	11.2%
1	1008	6.4%
2	756	4.8%
3	504	3.2%
4	504	3.2%
,	441	2.8%
6	378	2.4%
5	315	2.0%
	251	1.6%
Other values (6)	567	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	88033	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9194	10.4%
A	7616	8.7%
N	6801	7.7%
I	6422	7.3%
E	6362	7.2%
O	5920	6.7%
T	5413	6.1%
S	4849	5.5%
C	4725	5.4%
R	4598	5.2%
Other values (32)	26133	29.7%

CODE
Text

Distinct	62
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	256.5 KiB

Length

Max length	11
Median length	10
Mean length	10.257875
Min length	10

Characters and Unicode

Total characters	40057
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BSC-DS101T
2nd row	BSC-DS102T
3rd row	BSC-DS103T
4th row	BSC-DS104T
5th row	BSC-DS105T

Value	Count	Frequency (%)
bsc-ds	1007	20.5%
bsc-ds101t	63	1.3%
bsc-ds205t	63	1.3%
bsc-ds103t	63	1.3%
bsc-ds104t	63	1.3%
bsc-ds105t	63	1.3%
bsc-ds106t	63	1.3%
bsc-ds107t	63	1.3%
bsc-ds108t	63	1.3%
bsc-ds109p	63	1.3%
Other values (53)	3338	68.0%

Most occurring characters

Value	Count	Frequency (%)
S	7810	19.5%
B	3905	9.7%
C	3905	9.7%
-	3905	9.7%
D	3905	9.7%
0	3527	8.8%
T	2519	6.3%
1	2079	5.2%
P	1386	3.5%
3	1134	2.8%
Other values (8)	5982	14.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23430	58.5%
Decimal Number	11715	29.2%
Dash Punctuation	3905	9.7%
Space Separator	1007	2.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3527	30.1%
1	2079	17.7%
3	1134	9.7%
2	1133	9.7%
4	1071	9.1%
5	881	7.5%
6	819	7.0%
7	378	3.2%
9	378	3.2%
8	315	2.7%

Uppercase Letter

Value	Count	Frequency (%)
S	7810	33.3%
B	3905	16.7%
C	3905	16.7%
D	3905	16.7%
T	2519	10.8%
P	1386	5.9%

Dash Punctuation

Value	Count	Frequency (%)
-	3905	100.0%

Space Separator

Value	Count	Frequency (%)
	1007	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23430	58.5%
Common	16627	41.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	3905	23.5%
0	3527	21.2%
1	2079	12.5%
3	1134	6.8%
2	1133	6.8%
4	1071	6.4%
	1007	6.1%
5	881	5.3%
6	819	4.9%
7	378	2.3%
Other values (2)	693	4.2%

Latin

Value	Count	Frequency (%)
S	7810	33.3%
B	3905	16.7%
C	3905	16.7%
D	3905	16.7%
T	2519	10.8%
P	1386	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40057	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	7810	19.5%
B	3905	9.7%
C	3905	9.7%
-	3905	9.7%
D	3905	9.7%
0	3527	8.8%
T	2519	6.3%
1	2079	5.2%
P	1386	3.5%
3	1134	2.8%
Other values (8)	5982	14.9%

Internal
Real number (ℝ)

High correlation

Distinct	25
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.286044

Minimum	6
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	6
5-th percentile	9
Q1	10
median	12
Q3	14
95-th percentile	25
Maximum	30
Range	24
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.8387283
Coefficient of variation (CV)	0.36419633
Kurtosis	2.459239
Mean	13.286044
Median Absolute Deviation (MAD)	2
Skewness	1.772461
Sum	51882
Variance	23.413291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
10	602	15.4%
11	596	15.3%
12	572	14.6%
13	498	12.8%
9	423	10.8%
14	416	10.7%
15	128	3.3%
20	75	1.9%
23	67	1.7%
28	58	1.5%
Other values (15)	470	12.0%

Value	Count	Frequency (%)
6	2	0.1%
7	41	1.0%
8	45	1.2%
9	423	10.8%
10	602	15.4%
11	596	15.3%
12	572	14.6%
13	498	12.8%
14	416	10.7%
15	128	3.3%

Value	Count	Frequency (%)
30	20	0.5%
29	26	0.7%
28	58	1.5%
27	47	1.2%
26	33	0.8%
25	52	1.3%
24	58	1.5%
23	67	1.7%
22	49	1.3%
21	40	1.0%

External
Real number (ℝ)

High correlation

Distinct	56
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.46274

Minimum	14
Maximum	69
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	14
5-th percentile	14
Q1	20
median	27
Q3	32
95-th percentile	49.8
Maximum	69
Range	55
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	10.17567
Coefficient of variation (CV)	0.37052641
Kurtosis	2.3277528
Mean	27.46274
Median Absolute Deviation (MAD)	6
Skewness	1.313932
Sum	107242
Variance	103.54427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	248	6.4%
28	229	5.9%
30	225	5.8%
29	196	5.0%
20	192	4.9%
25	190	4.9%
34	172	4.4%
33	163	4.2%
32	158	4.0%
31	157	4.0%
Other values (46)	1975	50.6%

Value	Count	Frequency (%)
14	248	6.4%
15	110	2.8%
16	109	2.8%
17	140	3.6%
18	128	3.3%
19	111	2.8%
20	192	4.9%
21	153	3.9%
22	140	3.6%
23	151	3.9%

Value	Count	Frequency (%)
69	3	0.1%
68	2	0.1%
67	3	0.1%
66	10	0.3%
65	9	0.2%
64	9	0.2%
63	3	0.1%
62	8	0.2%
61	8	0.2%
60	15	0.4%

Total
Real number (ℝ)

High correlation Zeros

Distinct	79
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.9137

Minimum	0
Maximum	98
Zeros	111
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	0
5-th percentile	24
Q1	31
median	38
Q3	45
95-th percentile	74
Maximum	98
Range	98
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	15.570865
Coefficient of variation (CV)	0.39011328
Kurtosis	2.1564852
Mean	39.9137
Median Absolute Deviation (MAD)	7
Skewness	0.81065769
Sum	155863
Variance	242.45182
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
42	163	4.2%
41	158	4.0%
39	149	3.8%
34	141	3.6%
37	140	3.6%
32	140	3.6%
40	140	3.6%
35	138	3.5%
43	137	3.5%
33	129	3.3%
Other values (69)	2470	63.3%

Value	Count	Frequency (%)
0	111	2.8%
21	10	0.3%
22	11	0.3%
23	57	1.5%
24	81	2.1%
25	91	2.3%
26	106	2.7%
27	126	3.2%
28	110	2.8%
29	119	3.0%

Value	Count	Frequency (%)
98	1	< 0.1%
97	3	0.1%
96	1	< 0.1%
95	2	0.1%
94	3	0.1%
93	3	0.1%
92	4	0.1%
91	8	0.2%
90	7	0.2%
89	8	0.2%

Grade
Categorical

High correlation

Distinct	7
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	222.9 KiB

A+	1286
A	1168
B+	480
O	461
B	296
Other values (2)	214

Length

Max length	2
Median length	1
Mean length	1.4522407
Min length	1

Characters and Unicode

Total characters	5671
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A+
2nd row	A
3rd row	A
4th row	A
5th row	A+

Common Values

Value	Count	Frequency (%)
A+	1286	32.9%
A	1168	29.9%
B+	480	12.3%
O	461	11.8%
B	296	7.6%
C	195	5.0%
D	19	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	2454	62.8%
b	776	19.9%
o	461	11.8%
c	195	5.0%
d	19	0.5%

Most occurring characters

Value	Count	Frequency (%)
A	2454	43.3%
+	1766	31.1%
B	776	13.7%
O	461	8.1%
C	195	3.4%
D	19	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3905	68.9%
Math Symbol	1766	31.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2454	62.8%
B	776	19.9%
O	461	11.8%
C	195	5.0%
D	19	0.5%

Math Symbol

Value	Count	Frequency (%)
+	1766	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3905	68.9%
Common	1766	31.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2454	62.8%
B	776	19.9%
O	461	11.8%
C	195	5.0%
D	19	0.5%

Common

Value	Count	Frequency (%)
+	1766	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5671	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2454	43.3%
+	1766	31.1%
B	776	13.7%
O	461	8.1%
C	195	3.4%
D	19	0.3%

Credit
Categorical

High correlation

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	221.2 KiB

2	3276
4	377
3	252

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3905
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	3276	83.9%
4	377	9.7%
3	252	6.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	3276	83.9%
4	377	9.7%
3	252	6.5%

Most occurring characters

Value	Count	Frequency (%)
2	3276	83.9%
4	377	9.7%
3	252	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3905	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	3276	83.9%
4	377	9.7%
3	252	6.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	3905	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	3276	83.9%
4	377	9.7%
3	252	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3905	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	3276	83.9%
4	377	9.7%
3	252	6.5%

Point
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1216389

Minimum	4
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.8 KiB

Quantile statistics

Minimum	4
5-th percentile	5
Q1	7
median	8
Q3	9
95-th percentile	10
Maximum	10
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.3193102
Coefficient of variation (CV)	0.16244383
Kurtosis	0.15294126
Mean	8.1216389
Median Absolute Deviation (MAD)	1
Skewness	-0.76354943
Sum	31715
Variance	1.7405793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
9	1286	32.9%
8	1168	29.9%
7	480	12.3%
10	461	11.8%
6	296	7.6%
5	195	5.0%
4	19	0.5%

Value	Count	Frequency (%)
4	19	0.5%
5	195	5.0%
6	296	7.6%
7	480	12.3%
8	1168	29.9%
9	1286	32.9%
10	461	11.8%

Value	Count	Frequency (%)
10	461	11.8%
9	1286	32.9%
8	1168	29.9%
7	480	12.3%
6	296	7.6%
5	195	5.0%
4	19	0.5%

Total Marks
Real number (ℝ)

High correlation

Distinct	62
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2527.0412

Minimum	2137
Maximum	3127
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	2137
5-th percentile	2168
Q1	2281
median	2506
Q3	2713
95-th percentile	2971
Maximum	3127
Range	990
Interquartile range (IQR)	432

Descriptive statistics

Standard deviation	260.18206
Coefficient of variation (CV)	0.10295917
Kurtosis	-0.87697874
Mean	2527.0412
Median Absolute Deviation (MAD)	223
Skewness	0.34598051
Sum	9868096
Variance	67694.707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2271	124	3.2%
2831	62	1.6%
2533	62	1.6%
2148	62	1.6%
2506	62	1.6%
2597	62	1.6%
2636	62	1.6%
2877	62	1.6%
2686	62	1.6%
3127	62	1.6%
Other values (52)	3223	82.5%

Value	Count	Frequency (%)
2137	62	1.6%
2148	62	1.6%
2154	62	1.6%
2168	62	1.6%
2179	62	1.6%
2188	62	1.6%
2198	62	1.6%
2210	62	1.6%
2232	62	1.6%
2246	62	1.6%

Value	Count	Frequency (%)
3127	62	1.6%
3048	61	1.6%
3042	62	1.6%
2971	62	1.6%
2929	62	1.6%
2877	62	1.6%
2876	62	1.6%
2863	62	1.6%
2857	62	1.6%
2838	62	1.6%

Percentage
Real number (ℝ)

High correlation

Distinct	62
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.195818

Minimum	59.36
Maximum	86.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	59.36
5-th percentile	60.22
Q1	63.36
median	69.61
Q3	75.36
95-th percentile	82.53
Maximum	86.86
Range	27.5
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	7.2269692
Coefficient of variation (CV)	0.10295441
Kurtosis	-0.87660712
Mean	70.195818
Median Absolute Deviation (MAD)	6.19
Skewness	0.34602984
Sum	274114.67
Variance	52.229084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
63.08	124	3.2%
78.64	62	1.6%
70.36	62	1.6%
59.67	62	1.6%
69.61	62	1.6%
72.14	62	1.6%
73.22	62	1.6%
79.92	62	1.6%
74.61	62	1.6%
86.86	62	1.6%
Other values (52)	3223	82.5%

Value	Count	Frequency (%)
59.36	62	1.6%
59.67	62	1.6%
59.83	62	1.6%
60.22	62	1.6%
60.53	62	1.6%
60.78	62	1.6%
61.06	62	1.6%
61.39	62	1.6%
62	62	1.6%
62.39	62	1.6%

Value	Count	Frequency (%)
86.86	62	1.6%
84.67	61	1.6%
84.5	62	1.6%
82.53	62	1.6%
81.36	62	1.6%
79.92	62	1.6%
79.89	62	1.6%
79.53	62	1.6%
79.36	62	1.6%
78.83	62	1.6%

CGPA
Real number (ℝ)

High correlation

Distinct	55
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1220845

Minimum	7.05
Maximum	9.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	7.05
5-th percentile	7.14
Q1	7.53
median	8.14
Q3	8.6
95-th percentile	9.16
Maximum	9.41
Range	2.36
Interquartile range (IQR)	1.07

Descriptive statistics

Standard deviation	0.63561188
Coefficient of variation (CV)	0.078257236
Kurtosis	-1.0544963
Mean	8.1220845
Median Absolute Deviation (MAD)	0.54
Skewness	0.06723037
Sum	31716.74
Variance	0.40400247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.9	124	3.2%
7.53	124	3.2%
7.89	124	3.2%
8.51	124	3.2%
7.52	124	3.2%
8.58	124	3.2%
8.14	124	3.2%
7.65	124	3.2%
8.75	62	1.6%
8.98	62	1.6%
Other values (45)	2789	71.4%

Value	Count	Frequency (%)
7.05	62	1.6%
7.06	62	1.6%
7.11	62	1.6%
7.14	62	1.6%
7.22	62	1.6%
7.24	62	1.6%
7.27	62	1.6%
7.28	62	1.6%
7.3	62	1.6%
7.41	62	1.6%

Value	Count	Frequency (%)
9.41	62	1.6%
9.28	61	1.6%
9.24	62	1.6%
9.16	62	1.6%
9.09	62	1.6%
8.98	62	1.6%
8.95	62	1.6%
8.9	124	3.2%
8.84	62	1.6%
8.77	62	1.6%

Result
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	232.6 KiB

Pass	3905

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	15620
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Pass
2nd row	Pass
3rd row	Pass
4th row	Pass
5th row	Pass

Common Values

Value	Count	Frequency (%)
Pass	3905	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pass	3905	100.0%

Most occurring characters

Value	Count	Frequency (%)
s	7810	50.0%
P	3905	25.0%
a	3905	25.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11715	75.0%
Uppercase Letter	3905	25.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	7810	66.7%
a	3905	33.3%

Uppercase Letter

Value	Count	Frequency (%)
P	3905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15620	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	7810	50.0%
P	3905	25.0%
a	3905	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15620	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	7810	50.0%
P	3905	25.0%
a	3905	25.0%

Gender
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	237.0 KiB

Female	2232
Male	1673

Length

Max length	6
Median length	6
Mean length	5.1431498
Min length	4

Characters and Unicode

Total characters	20084
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Female
2nd row	Female
3rd row	Female
4th row	Female
5th row	Female

Common Values

Value	Count	Frequency (%)
Female	2232	57.2%
Male	1673	42.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
female	2232	57.2%
male	1673	42.8%

Most occurring characters

Value	Count	Frequency (%)
e	6137	30.6%
a	3905	19.4%
l	3905	19.4%
F	2232	11.1%
m	2232	11.1%
M	1673	8.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	16179	80.6%
Uppercase Letter	3905	19.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6137	37.9%
a	3905	24.1%
l	3905	24.1%
m	2232	13.8%

Uppercase Letter

Value	Count	Frequency (%)
F	2232	57.2%
M	1673	42.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20084	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6137	30.6%
a	3905	19.4%
l	3905	19.4%
F	2232	11.1%
m	2232	11.1%
M	1673	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20084	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6137	30.6%
a	3905	19.4%
l	3905	19.4%
F	2232	11.1%
m	2232	11.1%
M	1673	8.3%

Semester
Real number (ℝ)

High correlation

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3060179

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	61.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.632416
Coefficient of variation (CV)	0.49377106
Kurtosis	-1.1062258
Mean	3.3060179
Median Absolute Deviation (MAD)	1
Skewness	0.14659598
Sum	12910
Variance	2.6647819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
4	756	19.4%
3	756	19.4%
1	693	17.7%
2	693	17.7%
6	504	12.9%
5	503	12.9%

Value	Count	Frequency (%)
1	693	17.7%
2	693	17.7%
3	756	19.4%
4	756	19.4%
5	503	12.9%
6	504	12.9%

Value	Count	Frequency (%)
6	504	12.9%
5	503	12.9%
4	756	19.4%
3	756	19.4%
2	693	17.7%
1	693	17.7%

Backlog
Boolean

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.3 KiB

False	3794
True	111

Value	Count	Frequency (%)
False	3794	97.2%
True	111	2.8%

Type
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	244.3 KiB

Theory	2519
Practical	1386

Length

Max length	9
Median length	6
Mean length	7.0647887
Min length	6

Characters and Unicode

Total characters	27588
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Theory
2nd row	Theory
3rd row	Theory
4th row	Theory
5th row	Theory

Common Values

Value	Count	Frequency (%)
Theory	2519	64.5%
Practical	1386	35.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
theory	2519	64.5%
practical	1386	35.5%

Most occurring characters

Value	Count	Frequency (%)
r	3905	14.2%
a	2772	10.0%
c	2772	10.0%
T	2519	9.1%
h	2519	9.1%
e	2519	9.1%
o	2519	9.1%
y	2519	9.1%
P	1386	5.0%
t	1386	5.0%
Other values (2)	2772	10.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23683	85.8%
Uppercase Letter	3905	14.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	3905	16.5%
a	2772	11.7%
c	2772	11.7%
h	2519	10.6%
e	2519	10.6%
o	2519	10.6%
y	2519	10.6%
t	1386	5.9%
i	1386	5.9%
l	1386	5.9%

Uppercase Letter

Value	Count	Frequency (%)
T	2519	64.5%
P	1386	35.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	27588	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	3905	14.2%
a	2772	10.0%
c	2772	10.0%
T	2519	9.1%
h	2519	9.1%
e	2519	9.1%
o	2519	9.1%
y	2519	9.1%
P	1386	5.0%
t	1386	5.0%
Other values (2)	2772	10.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27588	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	3905	14.2%
a	2772	10.0%
c	2772	10.0%
T	2519	9.1%
h	2519	9.1%
e	2519	9.1%
o	2519	9.1%
y	2519	9.1%
P	1386	5.0%
t	1386	5.0%
Other values (2)	2772	10.0%

Overall Category
Categorical

High correlation

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	259.5 KiB

First Class	2480
Distinction	1239
Second Class	186

Length

Max length	12
Median length	11
Mean length	11.047631
Min length	11

Characters and Unicode

Total characters	43141
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Distinction
2nd row	Distinction
3rd row	Distinction
4th row	Distinction
5th row	Distinction

Common Values

Value	Count	Frequency (%)
First Class	2480	63.5%
Distinction	1239	31.7%
Second Class	186	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
class	2666	40.6%
first	2480	37.7%
distinction	1239	18.9%
second	186	2.8%

Most occurring characters

Value	Count	Frequency (%)
s	9051	21.0%
i	6197	14.4%
t	4958	11.5%
	2666	6.2%
C	2666	6.2%
l	2666	6.2%
a	2666	6.2%
n	2664	6.2%
F	2480	5.7%
r	2480	5.7%
Other values (6)	4647	10.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	33904	78.6%
Uppercase Letter	6571	15.2%
Space Separator	2666	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	9051	26.7%
i	6197	18.3%
t	4958	14.6%
l	2666	7.9%
a	2666	7.9%
n	2664	7.9%
r	2480	7.3%
c	1425	4.2%
o	1425	4.2%
e	186	0.5%

Uppercase Letter

Value	Count	Frequency (%)
C	2666	40.6%
F	2480	37.7%
D	1239	18.9%
S	186	2.8%

Space Separator

Value	Count	Frequency (%)
	2666	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	40475	93.8%
Common	2666	6.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	9051	22.4%
i	6197	15.3%
t	4958	12.2%
C	2666	6.6%
l	2666	6.6%
a	2666	6.6%
n	2664	6.6%
F	2480	6.1%
r	2480	6.1%
c	1425	3.5%
Other values (5)	3222	8.0%

Common

Value	Count	Frequency (%)
	2666	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43141	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	9051	21.0%
i	6197	14.4%
t	4958	11.5%
	2666	6.2%
C	2666	6.2%
l	2666	6.2%
a	2666	6.2%
n	2664	6.2%
F	2480	5.7%
r	2480	5.7%
Other values (6)	4647	10.8%

Interactions

Correlations

	Backlog	CGPA	Credit	External	Gender	Grade	Internal	Overall Category	Percentage	Point	Seat No	Semester	Total	Total Marks	Type
Backlog	1.000	0.194	0.057	0.188	0.000	0.179	0.130	0.117	0.194	0.179	0.043	0.165	0.999	0.194	0.092
CGPA	0.194	1.000	0.000	0.378	0.417	0.221	0.305	0.777	0.996	0.498	0.005	-0.000	0.390	0.996	0.000
Credit	0.057	0.000	1.000	0.663	0.000	0.214	0.747	0.000	0.000	0.214	0.000	0.449	0.763	0.000	0.324
External	0.188	0.378	0.663	1.000	0.069	0.511	0.623	0.242	0.378	0.675	0.008	0.519	0.963	0.378	0.306
Gender	0.000	0.417	0.000	0.069	1.000	0.061	0.087	0.267	0.467	0.061	0.238	0.000	0.023	0.467	0.000
Grade	0.179	0.221	0.214	0.511	0.061	1.000	0.281	0.309	0.220	1.000	0.053	0.181	0.512	0.220	0.260
Internal	0.130	0.305	0.747	0.623	0.087	0.281	1.000	0.222	0.306	0.350	-0.016	0.371	0.755	0.306	0.326
Overall Category	0.117	0.777	0.000	0.242	0.267	0.309	0.222	1.000	0.766	0.309	0.216	0.000	0.277	0.766	0.000
Percentage	0.194	0.996	0.000	0.378	0.467	0.220	0.306	0.766	1.000	0.497	0.002	-0.000	0.391	1.000	0.000
Point	0.179	0.498	0.214	0.675	0.061	1.000	0.350	0.309	0.497	1.000	0.009	0.320	0.631	0.497	0.260
Seat No	0.043	0.005	0.000	0.008	0.238	0.053	-0.016	0.216	0.002	0.009	1.000	0.000	0.005	0.002	0.000
Semester	0.165	-0.000	0.449	0.519	0.000	0.181	0.371	0.000	-0.000	0.320	0.000	1.000	0.527	-0.000	0.184
Total	0.999	0.390	0.763	0.963	0.023	0.512	0.755	0.277	0.391	0.631	0.005	0.527	1.000	0.391	0.370
Total Marks	0.194	0.996	0.000	0.378	0.467	0.220	0.306	0.766	1.000	0.497	0.002	-0.000	0.391	1.000	0.000
Type	0.092	0.000	0.324	0.306	0.000	0.260	0.326	0.000	0.000	0.260	0.000	0.184	0.370	0.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Seat No	Name	Mother's Name	PRN No	SUBJECT NAME	CODE	Internal	External	Total	Grade	Credit	Point	Total Marks	Percentage	CGPA	Result	Gender	Semester	Backlog	Type	Overall Category
0	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	BASIC PROGRAMMING IN C	BSC-DS101T	12	26	38	A+	2	9	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
1	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	DATABASE MANAGEMENT SYSTEM	BSC-DS102T	12	24	36	A	2	8	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
2	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	ELEMENTS OF INFORMATION TECHNOLOGY	BSC-DS103T	12	19	31	A	2	8	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
3	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	INTRODUCTION TO R PROGRAMMING	BSC-DS104T	10	20	30	A	2	8	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
4	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	INTRODUCTION TO DATA	BSC-DS105T	11	26	37	A+	2	9	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
5	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	PROBABILITY AND BASIC STATISTICS	BSC-DS106T	11	23	34	A	2	8	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
6	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	MATRIX COMPUTATIONS	BSC-DS107T	12	20	32	A	2	8	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
7	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	DISCRETE MATHEMATICS	BSC-DS108T	13	30	43	A+	2	9	2831.0	78.64	8.77	Pass	Female	1	No	Theory	Distinction
8	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	LAB COURSE ON 101	BSC-DS109P	12	29	41	A+	2	9	2831.0	78.64	8.77	Pass	Female	1	No	Practical	Distinction
9	2201036	LANDGE SAKSHI CHANGDEV	ARCHANA	SU00001852	LAB COURSE ON 102	BSC-DS110P	12	27	39	A+	2	9	2831.0	78.64	8.77	Pass	Female	1	No	Practical	Distinction

	Seat No	Name	Mother's Name	PRN No	SUBJECT NAME	CODE	Internal	External	Total	Grade	Credit	Point	Total Marks	Percentage	CGPA	Result	Gender	Semester	Backlog	Type	Overall Category
4278	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	DATA COMMUNICATION AND NETWORKING	BSC-DS311T	10	26	36	A	2	8	2693.0	74.81	8.51	Pass	Female	3	No	Theory	Distinction
4279	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	LAB COURSE ON 311	BSC-DS312P	10	25	35	A	2	8	2693.0	74.81	8.51	Pass	Female	3	No	Practical	Distinction
4280	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	ARTIFICIAL INTELLIGENCE IN DATA SCIENCE	BSC-DS 501T	27	48	75	A+	4	9	2693.0	74.81	8.51	Pass	Female	5	No	Theory	Distinction
4281	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	DATA VISUALIZATION AND DATA STORY\nTELLING	BSC-DS 502T	28	48	76	A+	4	9	2693.0	74.81	8.51	Pass	Female	5	No	Theory	Distinction
4282	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	CLOUD COMPUTING ESSENTIALS	BSC-DS 503T	30	52	82	A+	4	9	2693.0	74.81	8.51	Pass	Female	5	No	Theory	Distinction
4283	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	LAB COURSE ON 501	BSC-DS 505P	12	26	38	A+	2	9	2693.0	74.81	8.51	Pass	Female	5	No	Practical	Distinction
4284	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	LAB COURSE ON 502	BSC-DS 506P	14	34	48	O	2	10	2693.0	74.81	8.51	Pass	Female	5	No	Practical	Distinction
4285	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	LAB COURSE ON 503	BSC-DS 507P	14	33	47	O	2	10	2693.0	74.81	8.51	Pass	Female	5	No	Practical	Distinction
4286	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	ARTIFICIAL INTELLIGENCE ETHICS	BSC-DS 509T	10	34	44	A+	2	9	2693.0	74.81	8.51	Pass	Female	5	No	Theory	Distinction
4287	2207074	DAWARE PRAJAKTA SANJAY	JOYTI	SU00001829	LAB COURSE ON 509	BSC-DS 510P	14	32	46	O	2	10	2693.0	74.81	8.51	Pass	Female	5	No	Practical	Distinction

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Control

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common